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AI Readiness Report
0out of 100

huggingface.co

Needs Work9 fixable issuesTop 67% in AI/MLAvg: 68/100

Your site needs optimization for AI search engines. We found 9 fixable issues.

Revenue IndexModerate
46%1.98 / 4.27
AI VisibilityModerate
71%3.04× / 4.27×
Answer ReadinessStrong
75%0.75 / 1.0
Score Breakdown
AI Bot Access
20/20
Content Structure
15/20
Structured Data
0/15
Meta & Technical
15/15
AI Readability
5/10
Image Alt Text
5/5
Sitemap
5/5
Content Freshness
0/10
What If You Improved?
$
Add more schema types
Strengthen content & links
9

fixable issues blocking your AI visibility

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What AI Sees

How AI Reads Your Page

Your visitors see a polished interactive page. AI crawlers skip all of that — they see only raw extracted text.

Human Visitor Sees
  • Navigation & hero imagery
  • Animations & interactions
  • CTAs & styled elements
  • JavaScript-rendered content
AI Crawler Sees
  • Raw HTML text only
  • No scripts, styles, or nav
  • No header or footer
  • ~644 extractable words
extracted-content.txt644 words

NEW Storage Buckets: AI-native object storage GGML and llama.cpp join Hugging Face 🔥 Try HuggingChat Omni – Chat with AI 💬 The AI community building the future.

The platform where the machine learning community collaborates on models, datasets, and applications.

Explore AI Apps or Browse 2M+ models Trending onthis week Models 53.2k 521 Updated 5 days ago

449k 568 Updated 8 days ago

3.14k 339 Updated 1 day ago

174k 386 Updated 9 days ago

1.69M 783 Updated 11 days ago

Browse 2M+ models Spaces Omni Video Factory 🏆 527 text to video, image to video, video extend The Synthetic Data Playbook: Generating Trillions of the Finest Tokens 📝 162 Explore synthetic data experiments in a bookshelf view Wan2.2 14B Preview 🐌 1.23k generate a video from an image with a text prompt FireRed Image Edit 1.0 Fast 🌖 226 FireRed-Image-Edit × Qwen-Image-Edit-Rapid (Transformers) OBLITERATUS 💥 207 One-click model liberation + chat playground Browse 1M+ applications Datasets 4.27k 332 Updated about 1 month ago

73.8k 68 Updated 6 days ago

1.93k 161 Updated 11 days ago

10.4k 172 Updated 9 days ago

1.34k 44 Updated Feb 8

Browse 500k+ datasets The Home of Machine Learning Create, discover and collaborate on ML better.

The collaboration platform Host and collaborate on unlimited public models, datasets and applications.

Move faster With the HF Open source stack.

Explore all modalities Text, image, video, audio or even 3D.

Build your portfolio Share your work with the world and build your ML profile.

Sign Up Accelerate your ML We provide paid Compute and Enterprise solutions.

Team & Enterprise Give your team the most advanced platform to build AI with enterprise-grade security, access controls and dedicated support.

Getting started Starting at $20/user/month Single Sign-On Regions Priority Support Audit Logs Resource Groups Private Datasets Viewer Inference Providers Access 45,000+ models from leading AI providers through a single, unified API with no service fees.

Explore Models Compute Deploy on optimized or update your to a GPU in a few clicks.

Inference Endpoints Spaces applications View pricing Starting at $0.60/hour for GPU More than 50,000 organizations are using Hugging Face Ai2 Team 858 models 5.52k followers non-profit

AI at Meta Enterprise 2.3k models 11.6k followers company

Amazon Enterprise 24 models 3.86k followers company
Google Enterprise 1.08k models 46.6k followers company
Intel 275 models 3.55k followers company
Microsoft Enterprise 464 models 18.8k followers company
Grammarly Team 11 models 213 followers company
Writer Enterprise 33 models 384 followers company

Our Open Source We are building the foundation of ML tooling with the community.

Transformers 157,805 State-of-the-art AI models for PyTorch Diffusers 33,022 State-of-the-art Diffusion models in PyTorch Safetensors 3,658 Safe way to store/distribute neural network weights Hub Python Library 3,405 Python client to interact with the Hugging Face Hub Tokenizers 10,520 Fast tokenizers optimized for research & production TRL 17,624 Train transformers LMs with reinforcement learning Transformers.js 15,537 State-of-the-art ML running directly in your browser smolagents 25,962 Smol library to build great agents in Python PEFT 20,777 Parameter-efficient finetuning for large language models Datasets 21,273 Access & share datasets for any ML tasks Text Generation Inference 10,802 Serve language models with TGI optimized toolkit Accelerate 9,548 Train PyTorch models with multi-GPU, TPU, mixed precision

Scripts, styles, navigation, header & footer stripped before extraction.

Content Quality

Content Structure

15/20

AI engines prefer clear heading hierarchies and substantial content.

H1 Tags
1
Target: >= 1
H2 Tags
7
Target: >= 3
Word Count
644
Target: >= 800
Fix: Add more substantive text content — aim for 800+ words.
Hierarchy
Correct
Target: H1 before H2

AI Readability

5/10

How easily AI can parse and extract clean answers from your content.

Content Ratio
3%
Target: >40%
Fix: Reduce inline CSS/JS or add more text to improve text-to-HTML ratio.
Page Size
142 KB
Target: <1MB
Words (no JS)
644
Extractable words

Filler Phrases & Links

AI engines are trained to ignore generic marketing language.

1 phrase found that AI engines commonly disregard.

State-of-the-art
Internal Links
79
Pages linked within your site
External Links
4
Outbound citations
Filler Phrases
1
Detected in body text
Crawlability

AI Bot Access

20/20

Blocked bots can't index or cite your content.

GPTBot· ChatGPT
Allowed
ClaudeBot· Claude
Allowed
PerplexityBot· Perplexity
Allowed
Google-Extended· Gemini
Allowed
CCBot· Common Crawl
Allowed

Schema & Structured Data

0/15

JSON-LD schema markup helps AI engines understand who you are.

OrganizationMissing
Fix: Add Organization JSON-LD markup in your page's <head> section.
WebSiteMissing
Fix: Add WebSite JSON-LD markup in your page's <head> section.
ArticleMissing
Fix: Add Article JSON-LD markup in your page's <head> section.
FAQPageMissing
Fix: Add FAQPage JSON-LD markup in your page's <head> section.
BreadcrumbListMissing
Fix: Add BreadcrumbList JSON-LD markup in your page's <head> section.
Sitemap
Found
sitemap.xml found
5/5 pts
Image Alt Text
93%
26 of 28 images have alt text
5/5 pts
Technical SEO

Meta & Technical

15/15

Core technical signals that affect how AI engines index and trust your site.

Title
52 chars (30-70)Pass
Meta Description
107 chars (50-160)Pass
Open Graph Tags
PresentPass
Canonical URL
PresentPass
HTTPS
SecurePass

Content Freshness

0/10

AI engines prefer recently updated content.

Schema dateModified
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
Copyright year
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
Last-Modified header
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
AI Intelligence

AI Content Analysis

Questions AI engines can answer from your content, and content opportunities.

Questions Answered
What is Hugging Face?
How can I access AI models?
What are the pricing options for enterprise solutions?
What types of datasets are available?
How can I collaborate on machine learning projects?
Content Opportunities
What are the benefits of using open-source AI tools?
How do I get started with machine learning on this platform?
What security features are included in enterprise solutions?
How can I optimize my AI models for better performance?
What support options are available for new users?
5 answered / 5 opportunities
Simulated AI Citation

What an AI engine would extract and cite from this page.

“Hugging Face is a platform for collaboration on AI models, datasets, and applications.”
Top Prompts for Your Brand

Questions real users are typing into AI assistants about your type of product or service.

1
What are the best platforms for machine learning collaboration?
2
How can I find open-source AI models?
3
What pricing plans are available for AI tools?
4
How do I start using machine learning datasets?
5
What features should I look for in an AI platform?
AI Revenue Potential
AI Visibility
71%Moderate
How likely AI engines are to find, understand, and cite your content.
Heading Structure
100%
Clean H1→H2→H3 nesting helps AI parse your page
Structured Data
0%
Schema markup tells AI what your content IS
Content Authority
25%
Depth, external links, and content quality signals
Answer Readiness
75%Strong
Can AI engines easily extract and quote answers from your page?
FAQ schema markup
3+ subheadings (H2)
Open Graph tags
Meta description
Competitive Landscape

Who AI Recommends Instead

When someone asks ChatGPT for your category, these brands appear.

#1 Competitor ACited
#2 Competitor BCited
#3 Competitor CCited
#4 Competitor DCited
#5 Competitor ECited

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